Guava is an open-sourced set of core Java libraries used at Google, featuring a vast array of utilities for collections, concurrency, I/O, and more, with a significant emphasis on robust testing and community involvement. The library supports various programming practices, including functional programming paradigms, but warns against excessive complexity that can lead to unreadable code. Guava is actively developed, with deprecation and removal of outdated features to maintain high-quality standards.